Instrumen Kepuasan Mahasiswa Universitas Swasta Dengan Menggunakan Pemodelan Rasch

Hidayat, Rais; Suhardi, Eka; Patras, Yuyun Elizabeth

doi:10.24246/j.jk.2019.v6.i2.p169-178

Cited by 2 publications

(2 citation statements)

References 23 publications

Supporting

Mentioning

Contrasting

Unclassified

Order By: Relevance

“…Making cities smarter needs a holistic approach to manage, improve, and adapt the services provided by the city to its citizens. A smart city can be seen as a system of services [47]. With this vision, services are the basic concept of smart cities.…”

Section: Musawah Service Co-creation System: Developing the Conceptmentioning

confidence: 99%

Musawah: A Data-Driven AI Approach and Tool to Co-Create Healthcare Services with a Case Study on Cancer Disease in Saudi Arabia

et al. 2022

View full text Add to dashboard Cite

The sustainability of human existence is in dire danger and this threat applies to our environment, societies, and economies. Smartization of cities and societies has the potential to unite individuals and nations towards sustainability as it requires engaging with our environments, analyzing them, and making sustainable decisions regulated by triple bottom line (TBL). Poor healthcare systems affect individuals, societies, the planet, and economies. This paper proposes a data-driven artificial intelligence (AI) based approach called Musawah to automatically discover healthcare services that can be developed or co-created by various stakeholders using social media analysis. The case study focuses on cancer disease in Saudi Arabia using Twitter data in the Arabic language. Specifically, we discover 17 services using machine learning from Twitter data using the Latent Dirichlet Allocation algorithm (LDA) and group them into five macro-services, namely, Prevention, Treatment, Psychological Support, Socioeconomic Sustainability, and Information Availability. Subsequently, we show the possibility of finding additional services by employing a topical search over the dataset and have discovered 42 additional services. We developed a software tool from scratch for this work that implements a complete machine learning pipeline using a dataset containing over 1.35 million tweets we curated during September–November 2021. Open service and value healthcare systems based on freely available information can revolutionize healthcare in manners similar to the open-source revolution by using information made available by the public, the government, third and fourth sectors, or others, allowing new forms of preventions, cures, treatments, and support structures.

show abstract

Section: Musawah Service Co-creation System: Developing the Conceptmentioning

confidence: 99%

Musawah: A Data-Driven AI Approach and Tool to Co-Create Healthcare Services with a Case Study on Cancer Disease in Saudi Arabia

et al. 2022

View full text Add to dashboard Cite

show abstract

“…Penelitian ini bertujuan untuk menemukan butir-butir instrument perilaku kerja inovatif guru (PKIG) di masa pandemic Covid 19 dan merekomendasikan indikator yang dapat memperbaiki PKIG. Instrumen PKIG dikembangkan melalui kajian terhadap konsep dan teori perilaku kerja inovatif sehingga ditemukan draf instrument atau validitas konten, dilanjutkan dengan validitas logis, pembuatan draf instrument untuk diperiksa ahli agar mendapatkan validitas pakar (Hidayat et al, 2019), dan draf instrument yang sudah diperbaiki kemudian diujicobakan kepada 10 guru. Instrument yang sudah diperbaki berdasarkan masukan dari guru kemudian disebar melalui google-form kepada guru (Pranatawijaya et al, 2019).…”

Section: Metodeunclassified

Inventori perilaku kerja inovatif guru indonesia: analisis rasch model

Hidayat

Baharuddin

Sampaleng³

et al. 2022

JPPI

Self Cite

View full text Add to dashboard Cite

The purpose of this research was to find the items of the teacher's innovative work behavior instrument during the Covid 19 pandemic and recommend several things to improve it. The teacher's innovative work behavior instrument was developed through a study of concepts and theories of innovative work behavior until a draft instrument was obtained that met content validity, logical validity, examination by experts to obtain expert validity, and testing of 10 teachers. Instruments that have been corrected based on input from the teacher are then distributed via google-form. Determination of the number of samples in this study using purposive sampling. In this study, researchers chose teachers as respondents with a sample size of 1200. Data analysis used the Rasch model. The findings of this research are that the teacher's innovative work behavior instrument during the Covid 19 period, which consists of 11 indicators based on the Rasch model, has met the requirements for use in research. This study recommends 5 things to improve PKIG, namely: (i) making scientific papers, (ii) learning that exceeds the standard, (iii) mentoring other teachers, (iv) pioneering the use of ICT for learning, and (v) struggling to get new ideas/products accepted by others. Based on these recommendations, the implications of this research are that teachers need to be encouraged to conduct research in schools, teach exceeding standards, monitor each other among teachers, cultivate a culture of using learning technology, and promote all teacher innovation products to other parties.

show abstract

Instrumen Kepuasan Mahasiswa Universitas Swasta Dengan Menggunakan Pemodelan Rasch

Cited by 2 publications

References 23 publications

Musawah: A Data-Driven AI Approach and Tool to Co-Create Healthcare Services with a Case Study on Cancer Disease in Saudi Arabia

Musawah: A Data-Driven AI Approach and Tool to Co-Create Healthcare Services with a Case Study on Cancer Disease in Saudi Arabia

Inventori perilaku kerja inovatif guru indonesia: analisis rasch model

Contact Info

Product

Resources

About